dagster-io
An orchestration platform for the development, production, and observation of data assets.
Direct answer
dagster-io is a startup tracked by VC Deal Flow Signal through its public GitHub activity. This profile records its commit velocity, contributors, and signal type as a benchmark for investors.
Current Signal, Q2 2026
dagster-io shows +13% commit velocity change with 407 active contributors (+41% growth). Signal type: Framework migration. 2 new repositories created in the last 30 days. Trend vs. prior quarter: accelerating (was -44% in Q1 2026).
Engineering acceleration is a sustained rise in a startup's public GitHub output - commits, contributors, new repositories, relative to its own baseline. It is a quantitative signal computed from public data, unrelated to accelerator programs.
Data sourced from public GitHub activity. Read our methodology
Engineering Metrics, Q2 2026
Commit Velocity (14d)
234
Velocity Change
+13%
Contributors
407
+41% growth
New Repos (30d)
2
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Projected lead-time window
no active window
Projected next milestone
Platform or stack transition
The free Sunday digest puts dagster-io and 540 other startups we track in context, 14-day acceleration deltas, contributor maps, and the top names not on Crunchbase yet. Five names every Sunday, no card, no code-reading.
Unlock with email →Projections are model estimates derived from each org's public commit signal and the SSRN-published methodology, not statements of fact. Cross-reference with primary sources before acting.
Engineering Velocity Report Card
Velocity Score
53/100
Moderate, Moderate activity above baseline
Commit Velocity Change
+13%
Contributor Growth
+41%
New Repositories
2
Signal Type
Framework migration
Signal History
| Period | Velocity (14d) | Change | Contributors | Growth | New Repos | Signal |
|---|---|---|---|---|---|---|
| Q2 2026 | 234 | +13% | 407 | +41% | 2 | Framework migration |
| Q1 2026 | 84 | -44% | 407 | +41% | 2 | Deceleration |
| Q4 2025 | 83 | -19% | 407 | +41% | 2 | Deceleration |
| Q3 2025 | 182 | +2% | 407 | +41% | 2 | Framework migration |
What This Signal Means for Investors
dagster-io shows general engineering acceleration that classifies as a framework migration. This often indicates a technology stack transition, moving from a prototype to production infrastructure, or adopting new tooling.
Framework migrations are the subtlest signal type but can indicate the shift from exploration to exploitation, a key milestone in startup development that often precedes fundraising.
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Frequently Asked Questions
What is dagster-io's current engineering signal?
As of Q2 2026, dagster-io shows a "Framework migration" signal with +13% commit velocity change over a 14-day window, 407 active contributors, and +41% contributor growth. This indicates a technology stack transition, which often precedes a pivot or platform upgrade.
Is dagster-io raising a funding round?
VC Deal Flow Signal does not predict specific funding rounds. However, dagster-io's engineering acceleration pattern (+13% commit velocity change in Q2 2026) is the type of signal that has historically preceded fundraise announcements by three to six weeks. Investors should cross-reference this signal with other sources (Crunchbase, hiring activity, community mentions) before drawing conclusions.
How does dagster-io compare to other data infrastructure startups?
dagster-io is tracked in our Data Infrastructure sector rankings for Q2 2026. View the full sector ranking at signals.gitdealflow.com/startups-to-watch/data-infrastructure-q2-2026 to see how it compares on commit velocity, contributor count, and signal type against other data infrastructure startups.
View Full Sector Rankings
Related Resources
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